DE60000074T2 - Linear prädiktive Cepstral-Merkmale in hierarchische Subbänder organisiert für die HMM-basierte Spracherkennung - Google Patents
Linear prädiktive Cepstral-Merkmale in hierarchische Subbänder organisiert für die HMM-basierte SpracherkennungInfo
- Publication number
- DE60000074T2 DE60000074T2 DE60000074T DE60000074T DE60000074T2 DE 60000074 T2 DE60000074 T2 DE 60000074T2 DE 60000074 T DE60000074 T DE 60000074T DE 60000074 T DE60000074 T DE 60000074T DE 60000074 T2 DE60000074 T2 DE 60000074T2
- Authority
- DE
- Germany
- Prior art keywords
- hmm
- speech recognition
- linear predictive
- based speech
- cepstral features
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Expired - Fee Related
Links
Classifications
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
- G10L15/00—Speech recognition
- G10L15/02—Feature extraction for speech recognition; Selection of recognition unit
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
- G10L15/00—Speech recognition
- G10L15/08—Speech classification or search
- G10L15/14—Speech classification or search using statistical models, e.g. Hidden Markov Models [HMMs]
- G10L15/142—Hidden Markov Models [HMMs]
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
- G10L25/00—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00
- G10L25/03—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 characterised by the type of extracted parameters
- G10L25/18—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 characterised by the type of extracted parameters the extracted parameters being spectral information of each sub-band
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
- G10L25/00—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00
- G10L25/03—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 characterised by the type of extracted parameters
- G10L25/24—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 characterised by the type of extracted parameters the extracted parameters being the cepstrum
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US09/266,958 US6292776B1 (en) | 1999-03-12 | 1999-03-12 | Hierarchial subband linear predictive cepstral features for HMM-based speech recognition |
Publications (2)
Publication Number | Publication Date |
---|---|
DE60000074D1 DE60000074D1 (de) | 2002-03-28 |
DE60000074T2 true DE60000074T2 (de) | 2002-08-29 |
Family
ID=23016697
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
DE60000074T Expired - Fee Related DE60000074T2 (de) | 1999-03-12 | 2000-03-07 | Linear prädiktive Cepstral-Merkmale in hierarchische Subbänder organisiert für die HMM-basierte Spracherkennung |
Country Status (5)
Country | Link |
---|---|
US (1) | US6292776B1 (de) |
EP (1) | EP1041540B1 (de) |
JP (1) | JP3810608B2 (de) |
CA (1) | CA2299051C (de) |
DE (1) | DE60000074T2 (de) |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
DE102006014507A1 (de) * | 2006-03-19 | 2007-09-20 | Technische Universität Dresden | Verfahren und Vorrichtung zur Klassifikation und Beurteilung von Musikinstrumenten |
Families Citing this family (44)
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FI19992350A (fi) * | 1999-10-29 | 2001-04-30 | Nokia Mobile Phones Ltd | Parannettu puheentunnistus |
US20020065649A1 (en) * | 2000-08-25 | 2002-05-30 | Yoon Kim | Mel-frequency linear prediction speech recognition apparatus and method |
US6754626B2 (en) * | 2001-03-01 | 2004-06-22 | International Business Machines Corporation | Creating a hierarchical tree of language models for a dialog system based on prompt and dialog context |
JP3564501B2 (ja) | 2001-03-22 | 2004-09-15 | 学校法人明治大学 | 乳幼児の音声解析システム |
US7623114B2 (en) | 2001-10-09 | 2009-11-24 | Immersion Corporation | Haptic feedback sensations based on audio output from computer devices |
US6703550B2 (en) * | 2001-10-10 | 2004-03-09 | Immersion Corporation | Sound data output and manipulation using haptic feedback |
WO2004004320A1 (en) * | 2002-07-01 | 2004-01-08 | The Regents Of The University Of California | Digital processing of video images |
JP4517163B2 (ja) * | 2004-03-12 | 2010-08-04 | 株式会社国際電気通信基礎技術研究所 | 周波数特性等化装置 |
US7765333B2 (en) | 2004-07-15 | 2010-07-27 | Immersion Corporation | System and method for ordering haptic effects |
US20060017691A1 (en) * | 2004-07-23 | 2006-01-26 | Juan Manuel Cruz-Hernandez | System and method for controlling audio output associated with haptic effects |
CN1296887C (zh) * | 2004-09-29 | 2007-01-24 | 上海交通大学 | 用于嵌入式自动语音识别系统的训练方法 |
US7676362B2 (en) * | 2004-12-31 | 2010-03-09 | Motorola, Inc. | Method and apparatus for enhancing loudness of a speech signal |
US8280730B2 (en) | 2005-05-25 | 2012-10-02 | Motorola Mobility Llc | Method and apparatus of increasing speech intelligibility in noisy environments |
US20070055519A1 (en) * | 2005-09-02 | 2007-03-08 | Microsoft Corporation | Robust bandwith extension of narrowband signals |
US8700791B2 (en) | 2005-10-19 | 2014-04-15 | Immersion Corporation | Synchronization of haptic effect data in a media transport stream |
US7970613B2 (en) | 2005-11-12 | 2011-06-28 | Sony Computer Entertainment Inc. | Method and system for Gaussian probability data bit reduction and computation |
US8010358B2 (en) * | 2006-02-21 | 2011-08-30 | Sony Computer Entertainment Inc. | Voice recognition with parallel gender and age normalization |
US7778831B2 (en) | 2006-02-21 | 2010-08-17 | Sony Computer Entertainment Inc. | Voice recognition with dynamic filter bank adjustment based on speaker categorization determined from runtime pitch |
US7979146B2 (en) | 2006-04-13 | 2011-07-12 | Immersion Corporation | System and method for automatically producing haptic events from a digital audio signal |
US8000825B2 (en) * | 2006-04-13 | 2011-08-16 | Immersion Corporation | System and method for automatically producing haptic events from a digital audio file |
US8378964B2 (en) | 2006-04-13 | 2013-02-19 | Immersion Corporation | System and method for automatically producing haptic events from a digital audio signal |
US20070250311A1 (en) * | 2006-04-25 | 2007-10-25 | Glen Shires | Method and apparatus for automatic adjustment of play speed of audio data |
US20080003550A1 (en) * | 2006-06-30 | 2008-01-03 | George Betsis | Systems and method for recognizing meanings in sounds made by infants |
US7873209B2 (en) | 2007-01-31 | 2011-01-18 | Microsoft Corporation | Segment-discriminating minimum classification error pattern recognition |
JP4762176B2 (ja) * | 2007-03-05 | 2011-08-31 | 日本放送協会 | 音声認識装置および音声認識プログラム |
US7764802B2 (en) * | 2007-03-09 | 2010-07-27 | Srs Labs, Inc. | Frequency-warped audio equalizer |
US9019087B2 (en) | 2007-10-16 | 2015-04-28 | Immersion Corporation | Synchronization of haptic effect data in a media stream |
DE102007056221B4 (de) | 2007-11-27 | 2009-07-09 | Siemens Ag Österreich | Verfahren zur Spracherkennung |
CN101546556B (zh) * | 2008-03-28 | 2011-03-23 | 展讯通信(上海)有限公司 | 用于音频内容识别的分类系统 |
KR101287892B1 (ko) * | 2008-08-11 | 2013-07-22 | 임머숀 코퍼레이션 | 촉각작동 가능한 음악 게임용 주변장치 |
US8200489B1 (en) * | 2009-01-29 | 2012-06-12 | The United States Of America As Represented By The Secretary Of The Navy | Multi-resolution hidden markov model using class specific features |
US8442833B2 (en) * | 2009-02-17 | 2013-05-14 | Sony Computer Entertainment Inc. | Speech processing with source location estimation using signals from two or more microphones |
US8788256B2 (en) | 2009-02-17 | 2014-07-22 | Sony Computer Entertainment Inc. | Multiple language voice recognition |
US8442829B2 (en) * | 2009-02-17 | 2013-05-14 | Sony Computer Entertainment Inc. | Automatic computation streaming partition for voice recognition on multiple processors with limited memory |
KR101008264B1 (ko) | 2009-02-27 | 2011-01-13 | 전자부품연구원 | 선형예측계수 차수 선택방법 및 이를 이용한 신호처리장치 |
US9798653B1 (en) * | 2010-05-05 | 2017-10-24 | Nuance Communications, Inc. | Methods, apparatus and data structure for cross-language speech adaptation |
CN101944359B (zh) * | 2010-07-23 | 2012-04-25 | 杭州网豆数字技术有限公司 | 一种面向特定人群的语音识别方法 |
US8639508B2 (en) * | 2011-02-14 | 2014-01-28 | General Motors Llc | User-specific confidence thresholds for speech recognition |
US8719019B2 (en) * | 2011-04-25 | 2014-05-06 | Microsoft Corporation | Speaker identification |
CN102254554B (zh) * | 2011-07-18 | 2012-08-08 | 中国科学院自动化研究所 | 一种对普通话重音进行层次化建模和预测的方法 |
WO2013124862A1 (en) * | 2012-02-21 | 2013-08-29 | Tata Consultancy Services Limited | Modified mel filter bank structure using spectral characteristics for sound analysis |
US9153235B2 (en) | 2012-04-09 | 2015-10-06 | Sony Computer Entertainment Inc. | Text dependent speaker recognition with long-term feature based on functional data analysis |
PL403724A1 (pl) | 2013-05-01 | 2014-11-10 | Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie | System rozpoznawania mowy i sposób wykorzystania dynamicznych modeli i sieci Bayesa |
US9653094B2 (en) | 2015-04-24 | 2017-05-16 | Cyber Resonance Corporation | Methods and systems for performing signal analysis to identify content types |
Family Cites Families (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US5271088A (en) * | 1991-05-13 | 1993-12-14 | Itt Corporation | Automated sorting of voice messages through speaker spotting |
US5590242A (en) * | 1994-03-24 | 1996-12-31 | Lucent Technologies Inc. | Signal bias removal for robust telephone speech recognition |
US5749066A (en) * | 1995-04-24 | 1998-05-05 | Ericsson Messaging Systems Inc. | Method and apparatus for developing a neural network for phoneme recognition |
US5806022A (en) * | 1995-12-20 | 1998-09-08 | At&T Corp. | Method and system for performing speech recognition |
US5765124A (en) * | 1995-12-29 | 1998-06-09 | Lucent Technologies Inc. | Time-varying feature space preprocessing procedure for telephone based speech recognition |
FR2748342B1 (fr) * | 1996-05-06 | 1998-07-17 | France Telecom | Procede et dispositif de filtrage par egalisation d'un signal de parole, mettant en oeuvre un modele statistique de ce signal |
US6064958A (en) * | 1996-09-20 | 2000-05-16 | Nippon Telegraph And Telephone Corporation | Pattern recognition scheme using probabilistic models based on mixtures distribution of discrete distribution |
US5930753A (en) * | 1997-03-20 | 1999-07-27 | At&T Corp | Combining frequency warping and spectral shaping in HMM based speech recognition |
FR2766604B1 (fr) * | 1997-07-22 | 1999-10-01 | France Telecom | Procede et dispositif d'egalisation aveugle des effets d'un canal de transmission sur un signal de parole numerique |
US6112175A (en) * | 1998-03-02 | 2000-08-29 | Lucent Technologies Inc. | Speaker adaptation using discriminative linear regression on time-varying mean parameters in trended HMM |
-
1999
- 1999-03-12 US US09/266,958 patent/US6292776B1/en not_active Expired - Lifetime
-
2000
- 2000-02-21 CA CA002299051A patent/CA2299051C/en not_active Expired - Fee Related
- 2000-03-07 EP EP00301869A patent/EP1041540B1/de not_active Expired - Lifetime
- 2000-03-07 DE DE60000074T patent/DE60000074T2/de not_active Expired - Fee Related
- 2000-03-10 JP JP2000067094A patent/JP3810608B2/ja not_active Expired - Fee Related
Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
DE102006014507A1 (de) * | 2006-03-19 | 2007-09-20 | Technische Universität Dresden | Verfahren und Vorrichtung zur Klassifikation und Beurteilung von Musikinstrumenten |
DE102006014507B4 (de) * | 2006-03-19 | 2009-05-07 | Technische Universität Dresden | Verfahren und Vorrichtung zur Klassifikation und Beurteilung von Musikinstrumenten gleicher Instrumentengruppen |
Also Published As
Publication number | Publication date |
---|---|
CA2299051A1 (en) | 2000-09-12 |
US6292776B1 (en) | 2001-09-18 |
JP3810608B2 (ja) | 2006-08-16 |
JP2000267692A (ja) | 2000-09-29 |
EP1041540A1 (de) | 2000-10-04 |
CA2299051C (en) | 2004-04-13 |
EP1041540B1 (de) | 2002-02-20 |
DE60000074D1 (de) | 2002-03-28 |
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Legal Events
Date | Code | Title | Description |
---|---|---|---|
8364 | No opposition during term of opposition | ||
8339 | Ceased/non-payment of the annual fee |